Next-gen financial data visualisation
Reimagining how financial data is consumed, understood & acted upon.
Miguel Alvarez
Partner
Thank you for taking the time to explore this with us.
We've put together this proposal with your team in mind, drawing on the conversations we've had and the priorities you've highlighted.
What follows is a focused look at how we can help turn your data into experiences your people will actually use: clearer decisions, faster signals, and a stronger foundation to build on.
We're excited about what's possible together.
— Miguel & the Reply team
Explore our offering
There is more data than ever, yet leaders lack the access, and the ability to trust it
We're heading towards 400 zettabytes of data, doubling every two years, yet still relying on 18th-century charts. As volumes explode and attention fragments, static dashboards fall behind, and the gap between data and real understanding keeps widening. Left unchecked, the cost compounds: slower decisions, missed signals, and lost trust.
The gap in numbers
What poor data quality really costs — across revenue, productivity, and trust.
Poor data quality is estimated to cost the UK economy £244 billion every year.
Over a third of UK business leaders report productivity losses because employees spend time reconciling information.
More than one in three UK organisations have experienced measurable revenue loss due to poor-quality data.
81% of UK businesses say they are being held back by distributed and disconnected data.
43.5% of European organisations cite poor data quality as a barrier to AI adoption.
Data volumes double every two years while reporting stays static, widening the decision gap.
Turning complex financial data into clear, interactive visual experiences, helping see what matters and act on it faster.
Bring data into one clear, visual layer and the whole organisation moves faster
Bringing critical data into one clear, visual layer is how organisations stop paying that cost — and start deciding faster, with more confidence.
What the gap costs you
- Decisions delayed while teams reconcile conflicting numbers
- Critical signals lost inside fragmented dashboards
- Hours wasted on manual reporting instead of acting
- Eroding trust in the data leaders are handed
Visualisation · Dashboards · Digital twins
- Combining multiple data sources
- Enhancing existing dashboards
- Interactive exploration (not static reports)
- Live data feeds
From dashboards to digital-data experiences
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Move beyond static views
From charts to interactive, immersive data experiences making insight easier to engage with. -
Make complexity navigable
Use 3D, digital twins, and thematic layers to simplify and explore complex environments. -
Design for how people consume insight
Short, intuitive formats that match how users actually absorb and act on information. -
Guide, don't just present
AI-driven narration and contextual prompts that help users understand what matters. -
Build from what already exists
Leverage existing data while transforming how it is accessed, explored and used.
Most clients have never seen their entire wealth position in one view
A single frame that brings a client's whole financial world together — and changes the conversation from the first minute.
- Total wealth: Property, investments, pensions, business interests and protection
- Financial position: Liquidity, allocation and time horizons at a glance
- Key opportunities: Concentration risk, exposure and optimisation potential
Interactive financial history instantly visible
Three decades of company performance rendered as one living visual — growth, value drivers and market context in a single view.
- Performance: Three decades of growth in one view
- Value drivers: Revenue, margin, M&A, people and technology
- Market impact: Growth shifts and geopolitical events
Transparent decisions you can interrogate, compare and validate
A credit decision engine explained in 3D — every score, rule and outcome made visible, so complex models become decisions people can trust.
- Explain: See every score, rule and outcome
- Compare: Test credit strategies and approval impact
- Simulate: Run real applicant scenarios instantly
- Monitor: Track approvals, risk and expected losses
- Validate: Assess fairness and decision consistency
A clear portfolio narrative, powered by intelligent agents for faster, compliant decision-making
Portfolio performance, attribution and risk told as one clear story — with intelligent agents keeping every action fast and compliant.
- Position: Performance and benchmarks at a glance
- Attribution: Top holdings and return drivers
- Risk: Risk-adjusted performance in context
- Action: Invest, rebalance and optimise tax efficiency
Powered by Microsoft Fabric — the unified data platform for AI transformation
At the heart of the experience sits Digital Twin Builder in Real-Time Intelligence — a low-code way to model real-world entities, relationships and behaviours, then enrich them with live operational data flowing through OneLake.
Digital Twin Builder turns raw streams into a semantic model of the business — without writing pipelines.
Real-Time Intelligence ingests, processes and reacts to live events as they happen.
OneLake unifies all data in one open, governed lake — accessible across every Fabric workload.
Power BI, AI and Purview close the loop — visualising, reasoning over and governing the twin end-to-end.
Fabric API for GraphQL — the right data, in the right hands, instantly
A simple way to connect apps, dashboards and AI agents to all your Microsoft Fabric data — without waiting on engineering teams to build custom pipelines.
What it means for the business
Faster decisions — teams get the exact information they need in a single ask, not buried in oversized reports.
Less waiting on IT — no custom plumbing to build, so new ideas can be tested in days, not months.
One source of truth — all Fabric data is reachable in one place, so everyone works from the same numbers.
Lower cost to change — apps and dashboards keep working as the data grows and evolves.
What it unlocks
AI agents that can answer real questions — securely tapping into live business data, not stale extracts.
Customer-ready apps and portals — powered directly by trusted Fabric data.
Self-serve insight — product, ops and commercial teams can explore data without raising tickets.
Trust and governance built in — the right people see the right data, with full visibility of who accessed what.
From data you can't trust to decisions you can defend.
The problem
Decisions are faster, but trust in the data is falling.
£244B
Cost to the UK economy each year: Quaylogic, 2025
The solution
A visual layer that lets leaders navigate through their data.
The outcome
Faster, defensible decisions — proven in weeks, scaled with confidence.
AI is accelerating decision-making, but 66% of leaders don't trust the data informing those decisions.
Three layers of capability
Initial Proof of Concept
Understanding the data, the audience, and where insight is being lost.
Initial Proof of Concept
- Use case discovery & workshops
- Data audit and readiness assessment
- Visualisation strategy and roadmap
- Audience and user research
- Data storytelling frameworks
Visualisation & Storytelling
Translating complex information into clear, intuitive visual experiences.
Visualisation & Storytelling
- 3D and spatial data design
- Interactive dashboards and reports
- Algorithm and model visualisation
- Short-form, intuitive formats
- Narrative compression and summarisation
- Accessible and inclusive design
Immersive & Interactive
Moving from dashboards to environments people can navigate and explore.
Immersive & Interactive
- Simulation and scenario modelling
- Digital twins and live environments
- Spatial interfaces and environments
- AI-powered narration and guidance
- Game-engine powered visuals
- Embedding visuals into enterprise tools
Initial Proof of Concept
Building on the first layer of capability — understanding the data, the audience, and where insight is being lost.
Discovery & PoC
£15,000A low-risk engagement designed to identify and validate the commercial value of improved data visualisation.
- Stakeholder interviews to understand key challenges and opportunities
- Creation of proto-personas and a research-backed problem statement
- Development of a working proof of concept using available data
- Clear storytelling narrative linking problem, solution & business value
- Recommendations and roadmap for future phases
Investment protection
The £15,000 is fully credited against the next phase if the client chooses to continue. This creates a funded discovery, avoids speculative work, and provides a tangible outcome to support further investment decisions.